| InPosition-package {InPosition} | R Documentation |
InPosition: Inference Tests for Exploratory Analysis with the Singular Value DecomPosition (ExPosition).
Description
InPosition provides multiple forms of inference tests for the ExPosition package.
Details
| Package: | InPosition |
| Type: | Package |
| Version: | 0.12.7 |
| Date: | 2013-12-09 |
| Depends: | R (>=2.15.0), prettyGraphs (>= 2.1.4), ExPosition (>= 2.0.0) |
| License: | GPL-2 |
| URL: | http://www.utdallas.edu/~derekbeaton/software/ExPosition |
Author(s)
Questions, comments, compliments, and complaints go to Derek Beaton exposition.software@gmail.com. Also see the bug-tracking and live update website for ExPosition: http://code.google.com/p/exposition-family/
Primary authors and contributors are: Derek Beaton, Joseph Dunlop, and Hervé Abdi
References
Permutation:
Berry, K. J., Johnston, J. E., & Mielke, P. W. (2011). Permutation methods. Wiley Interdisciplinary Reviews: Computational Statistics,3, 527–542.
Peres-Neto, P. R., Jackson, D. A., & Somers, K. M. (2005). How many principal components? Stopping rules for determining the number of non-trivial axes revisited. Computational Statistics & Data Analysis, 49(4), 974-997.
Bootstrap:
Chernick, M. R. (2008). Bootstrap methods: A guide for practitioners and researchers (Vol. 619). Wiley-Interscience.
Hesterberg, T. (2011). Bootstrap. Wiley Interdisciplinary Reviews: Computational Statistics, 3, 497–526.
See Also
epPCA.inference.battery, epGPCA.inference.battery, epCA.inference.battery, epMCA.inference.battery. There are no inference tests for MDS at this time. We recommend PCA for inference instead of MDS (some MDS inference tests require the rectangluar table, not the distances, so it is easier to just use PCA).
See also inGraphs for graphing and caChiTest for an alternate to resampling methods for Correspondence Analysis.
Examples
#For more examples, see each individual function (as noted above).